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ENH: Use NumPy's
Generator
class as a replacement for RandomState
Use NumPy's `Generator` class as a replacement for `RandomState` for random variarte generation methods. `RandomState` was deprecated in NumPy 1.17.0. Take advantage of the commit to document better the use of the `seed` parameter. Documentation: https://numpy.org/doc/stable/reference/random/new-or-different.html#what-s-new-or-different https://numpy.org/doc/stable/reference/random/generated/numpy.random.seed.html
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